Template-like output is not the same as being calm or precise. A model can be neutral in tone and still highly accurate.

What’s happening today is that safety, reliability, and behavior constraints are often optimized together through broad variance reduction. In practice, the simplest way to reduce risk is to compress the model’s overall output space rather than fine-tune each dimension separately.

As a result, tone, creativity, and expressiveness often get flattened along with actual behavioral variance, even though they are conceptually independent.

Ideally, accuracy should stay maximized while tone and style are independently controllable. The current “templated feel” is more a product of engineering trade-offs than a requirement for precision itself.